Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9305434 | 0.7271352 | 0.3812620 |
| bt | 0.8587092 | 0.5807846 | 0.0598789 |
| maxnet | 0.7815942 | 0.4787931 | NA |
| gam | 0.7955258 | 0.4753446 | 0.2026903 |
| glm | 0.7101874 | 0.4349351 | 0.1076781 |